epoch 0, loss_tr=31.182407 err_tr=0.992217 loss_te=31.708124 err_te=0.985807 err_te_snt=0.974747
epoch 0, loss_tr=31.115841 err_tr=0.989092 loss_te=31.674290 err_te=0.977926 err_te_snt=0.940837
epoch 8, loss_tr=29.559862 err_tr=0.516123 loss_te=31.102921 err_te=0.657236 err_te_snt=0.137085
epoch 16, loss_tr=29.314537 err_tr=0.281230 loss_te=30.945471 err_te=0.542559 err_te_snt=0.061328
epoch 24, loss_tr=29.205217 err_tr=0.165068 loss_te=30.831175 err_te=0.463775 err_te_snt=0.028860
epoch 32, loss_tr=29.146418 err_tr=0.101611 loss_te=30.773666 err_te=0.425705 err_te_snt=0.017316
epoch 40, loss_tr=29.111418 err_tr=0.065439 loss_te=30.720898 err_te=0.393551 err_te_snt=0.012987
epoch 48, loss_tr=29.089684 err_tr=0.044658 loss_te=30.693295 err_te=0.375885 err_te_snt=0.012987
epoch 56, loss_tr=29.072882 err_tr=0.030957 loss_te=30.703857 err_te=0.383767 err_te_snt=0.007937
epoch 64, loss_tr=29.061052 err_tr=0.021221 loss_te=30.724230 err_te=0.402657 err_te_snt=0.018038
epoch 72, loss_tr=29.052691 err_tr=0.016250 loss_te=30.644485 err_te=0.348196 err_te_snt=0.006494
epoch 80, loss_tr=29.045500 err_tr=0.011309 loss_te=30.656036 err_te=0.353614 err_te_snt=0.011544
epoch 88, loss_tr=29.039833 err_tr=0.008721 loss_te=30.630896 err_te=0.336030 err_te_snt=0.008658
epoch 96, loss_tr=29.035179 err_tr=0.006133 loss_te=30.623390 err_te=0.333280 err_te_snt=0.008658
epoch 104, loss_tr=29.031408 err_tr=0.005000 loss_te=30.588514 err_te=0.311365 err_te_snt=0.007937
epoch 112, loss_tr=29.028242 err_tr=0.003877 loss_te=30.601198 err_te=0.319561 err_te_snt=0.007215
epoch 120, loss_tr=29.025505 err_tr=0.003340 loss_te=30.637800 err_te=0.342327 err_te_snt=0.008658
epoch 128, loss_tr=29.023067 err_tr=0.002275 loss_te=30.608908 err_te=0.322863 err_te_snt=0.007937
epoch 136, loss_tr=29.021027 err_tr=0.002070 loss_te=30.593184 err_te=0.315098 err_te_snt=0.009380
epoch 144, loss_tr=29.019327 err_tr=0.001602 loss_te=30.585913 err_te=0.308741 err_te_snt=0.004329
epoch 152, loss_tr=29.018023 err_tr=0.001689 loss_te=30.573252 err_te=0.297864 err_te_snt=0.006494
epoch 160, loss_tr=29.016310 err_tr=0.001367 loss_te=30.605213 err_te=0.321474 err_te_snt=0.011544
epoch 168, loss_tr=29.015146 err_tr=0.001045 loss_te=30.557985 err_te=0.291187 err_te_snt=0.003608
epoch 176, loss_tr=29.013824 err_tr=0.000928 loss_te=30.552748 err_te=0.287068 err_te_snt=0.005051
epoch 184, loss_tr=29.012800 err_tr=0.000771 loss_te=30.543684 err_te=0.281702 err_te_snt=0.003608
epoch 192, loss_tr=29.011892 err_tr=0.000586 loss_te=30.539141 err_te=0.279211 err_te_snt=0.005772
epoch 200, loss_tr=29.011049 err_tr=0.000625 loss_te=30.553427 err_te=0.285541 err_te_snt=0.005772
epoch 208, loss_tr=29.010271 err_tr=0.000430 loss_te=30.545141 err_te=0.279709 err_te_snt=0.002886
epoch 216, loss_tr=29.009451 err_tr=0.000430 loss_te=30.541853 err_te=0.279681 err_te_snt=0.004329
epoch 224, loss_tr=29.008791 err_tr=0.000410 loss_te=30.545046 err_te=0.280753 err_te_snt=0.005772
epoch 232, loss_tr=29.007978 err_tr=0.000264 loss_te=30.541807 err_te=0.279208 err_te_snt=0.005772
epoch 240, loss_tr=29.007498 err_tr=0.000400 loss_te=30.551218 err_te=0.283912 err_te_snt=0.004329
epoch 248, loss_tr=29.006935 err_tr=0.000410 loss_te=30.549187 err_te=0.283272 err_te_snt=0.004329
epoch 256, loss_tr=29.006365 err_tr=0.000303 loss_te=30.599998 err_te=0.311982 err_te_snt=0.006494
epoch 264, loss_tr=29.005880 err_tr=0.000176 loss_te=30.520559 err_te=0.266424 err_te_snt=0.002886
epoch 272, loss_tr=29.005312 err_tr=0.000225 loss_te=30.553562 err_te=0.284662 err_te_snt=0.005051
epoch 280, loss_tr=29.004921 err_tr=0.000176 loss_te=30.539967 err_te=0.273504 err_te_snt=0.002886
epoch 288, loss_tr=29.004519 err_tr=0.000195 loss_te=30.519636 err_te=0.264977 err_te_snt=0.002886
epoch 296, loss_tr=29.004013 err_tr=0.000186 loss_te=30.530638 err_te=0.270594 err_te_snt=0.003608
epoch 304, loss_tr=29.003595 err_tr=0.000117 loss_te=30.567476 err_te=0.292378 err_te_snt=0.006494
epoch 312, loss_tr=29.003366 err_tr=0.000225 loss_te=30.541445 err_te=0.276557 err_te_snt=0.004329
epoch 320, loss_tr=29.002895 err_tr=0.000146 loss_te=30.540991 err_te=0.275400 err_te_snt=0.002165
epoch 328, loss_tr=29.002615 err_tr=0.000117 loss_te=30.530384 err_te=0.270332 err_te_snt=0.002886
epoch 336, loss_tr=29.002211 err_tr=0.000127 loss_te=30.513950 err_te=0.261862 err_te_snt=0.003608
epoch 344, loss_tr=29.001991 err_tr=0.000088 loss_te=30.521730 err_te=0.265537 err_te_snt=0.005051
epoch 352, loss_tr=29.001595 err_tr=0.000156 loss_te=30.529800 err_te=0.269582 err_te_snt=0.004329
epoch 360, loss_tr=29.001364 err_tr=0.000127 loss_te=30.550049 err_te=0.283203 err_te_snt=0.005051
